STAT 574 Linear and Nonlinear Mixed Models

Spring 2025

Course Info

• Instructor: Chencheng Cai
• Email: chencheng.cai@wsu.edu
• Lecture: Tu/Th 1:30 - 2:45 PM @ CUE 418
• Office Hours: Wed 12:00 - 3:00 PM @ Neill Hall 405 or by appointment

Syllabus (PDF)

Lecture Notes

1. Lecture 0: Overview [Lecture Version]
2. Lecture 1: Review on Prerequisites [Lecture Version]
3. Lecture 2: Linear Mixed Models and Estimation [Lecture Version]
4. Lecture 3: Statistical Properties of Linear Mixed Models [Lecture Version]
5. Lecture 4: Growth Curve Models [Lecture Version]
6. Lecture 5: Meta-Analysis Models [Lecture Version]
7. Lecture 6: Nonlinear Marginal Models [Lecture Version]

Homework